EKF: Clean up terrain estimation functionality.

This is a functionally equivalent. It moves all of the code for the terrain estimator into a single function call from the main filter update, making it clear that it is independent of the main filter.
This commit is contained in:
Paul Riseborough
2017-02-22 14:12:05 +01:00
committed by Roman
parent 8004e9fe7e
commit 6561edb9a5
4 changed files with 29 additions and 26 deletions
-6
View File
@@ -744,12 +744,6 @@ void Ekf::controlRangeFinderFusion()
Vector3f pos_offset_earth = _R_to_earth * pos_offset_body;
_range_sample_delayed.rng += pos_offset_earth(2) / _R_rng_to_earth_2_2;
// always fuse available range finder data into a terrain height estimator if the estimator has been initialised
if (_terrain_initialised) {
fuseHagl();
}
// only use range finder as a height observation in the main filter if specifically enabled
if (_control_status.flags.rng_hgt) {
_fuse_height = true;
+2 -8
View File
@@ -214,14 +214,8 @@ bool Ekf::update()
predictState();
predictCovariance();
// perform state and variance prediction for the terrain estimator
checkRangeDataContinuity();
if (!_terrain_initialised) {
_terrain_initialised = initHagl();
} else {
predictHagl();
}
// run a separate filter for terrain estimation
runTerrainEstimator();
// control fusion of observation data
controlFusionModes();
+2 -2
View File
@@ -376,8 +376,8 @@ private:
// return true if the initialisation is successful
bool initHagl();
// predict the terrain vertical position state and variance
void predictHagl();
// run the terrain estimator
void runTerrainEstimator();
// update the terrain vertical position estimate using a height above ground measurement from the range finder
void fuseHagl();
+25 -10
View File
@@ -70,20 +70,35 @@ bool Ekf::initHagl()
}
}
void Ekf::predictHagl()
void Ekf::runTerrainEstimator()
{
// predict the state variance growth
// the state is the vertical position of the terrain underneath the vehicle
// Perform a continuity check on range finder data
checkRangeDataContinuity();
// process noise due to errors in vehicle height estimate
_terrain_var += sq(_imu_sample_delayed.delta_vel_dt * _params.terrain_p_noise);
// Perform initialisation check
if (!_terrain_initialised) {
_terrain_initialised = initHagl();
// process noise due to terrain gradient
_terrain_var += sq(_imu_sample_delayed.delta_vel_dt * _params.terrain_gradient) * (sq(_state.vel(0)) + sq(_state.vel(
1)));
} else {
// limit the variance to prevent it becoming badly conditioned
_terrain_var = math::constrain(_terrain_var, 0.0f, 1e4f);
// predict the state variance growth where the state is the vertical position of the terrain underneath the vehicle
// process noise due to errors in vehicle height estimate
_terrain_var += sq(_imu_sample_delayed.delta_vel_dt * _params.terrain_p_noise);
// process noise due to terrain gradient
_terrain_var += sq(_imu_sample_delayed.delta_vel_dt * _params.terrain_gradient) * (sq(_state.vel(0)) + sq(_state.vel(
1)));
// limit the variance to prevent it becoming badly conditioned
_terrain_var = math::constrain(_terrain_var, 0.0f, 1e4f);
// Fuse range finder data if available
if (_range_data_ready) {
fuseHagl();
}
}
}
void Ekf::fuseHagl()